Affiliation:
1. 1 School of Art Design, Henan Institute of Technology , Xinxiang , Henan , , China .
Abstract
Abstract
The purpose of exploring the application of computer-aided design technology in industrial product design is to realize the diversification of industrial product design and meet the personalized customization needs of customers. Starting from computer-aided technology, this paper illustrates the optimization of CAD design by using a genetic algorithm and constructs a bipolar progressive interactive genetic algorithm using bipolar progressive ranking and fuzzy fitness jointly. Genetic algorithm genotypes in CAD process product design are defined, and a comparative evaluation experimental analysis of industrial product design is performed with the AR-IGA algorithm. Regarding the number of iterations, the average number of iterations for the AR-IGA algorithm to complete the color-matching design of process products among ten testers was 9.34, which was 36.42% lower than that of the TIGA algorithm. The average evaluation elapsed time of the AR-IGA algorithm was 246.9s, which was 24.12% less than the average evaluation elapsed time of the TIGA algorithm. This shows that computer-aided technology optimized by genetic algorithms can effectively improve the efficiency of industrial product design and satisfy more customers to realize personalized design simultaneously.
Subject
Applied Mathematics,Engineering (miscellaneous),Modeling and Simulation,General Computer Science
Reference18 articles.
1. Haussmann, Y., Wuttke, C. C. (2020). Strategic planning of continuous stakeholder involvement in the design of industrial product-service systems. IET Collaborative Intelligent Manufacturing, 2(3).
2. Alqaisi, M. (2021). Applying the substance-field model mechanism to problem solving in industrial product design, (101).
3. Group, C. E. (2022).. Software service streamlines industrial cyclone design. Chemical Engineering, (5), 129.
4. Conti, E., Chiarini, A. (2021). Design-driven innovation: exploring new product development in the home appliances and furniture industry. TQM Journal, ahead-of-print(ahead-of-print).
5. Harbi, Z. H. (2021). Icon, Symbol and Values of Functional and Aesthetic Communication in Industrial Product Design. Baghdad University, (99).